articleTop 10% cited
On the use of cross-validation for time series predictor evaluation
Information Sciences · 2012 · Vol. 191 · pp. 192–213
Christoph Bergmeir✉(Universidad de Granada)José M. Benítez(Universidad de Granada)
Forecasting Techniques and ApplicationsStock Market Forecasting MethodsTime Series Analysis and ForecastingComputer scienceMachine learningSeries (stratigraphy)Selection (genetic algorithm)Time seriesCross-validationModel selectionRegressionArtificial intelligenceRegression analysis
Funding
- Ministerio de Educación, Cultura y Deporte
- Ministerio de Ciencia e Innovación
Citations
1,028
FWCI
12.02
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References
62
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99%
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References
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Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
Information Sciences · 2009 · 2,148 citations
Load Forecasting Using Support Vector Machines: A Study on EUNITE Competition 2001
IEEE Transactions on Power Systems · 2004 · 837 citations
Time Series Analysis: Forecasting and Control
Journal of Marketing Research · 1977 · 19,299 citations
Modern Applied Statistics With S
Technometrics · 2003 · 2,819 citations
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